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Binary Tree Level Order Traversal
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Tree
BFS
Queue
Given the root of a binary tree, return the level order traversal of its nodes' values (i.e., from left to right, level by level), as an array of arrays — one inner array per level.
Example:
Input: root = [3,9,20,null,null,15,7] Output: [[3],[9,20],[15,7]]
Solution Walkthrough
Level order traversal is a direct application of Breadth-First Search (BFS) using a queue, with one extra trick: tracking how many nodes belong to the current level.
- If
rootisnull, return an empty array immediately. - Push
rootonto a queue. - While the queue is not empty:
- Record the current queue length as
levelSize— this is exactly how many nodes are on the current level. - Dequeue
levelSizenodes one at a time, collecting their values into acurrentLevelarray, and enqueue each node's non-null children. - Push
currentLevelonto the result.
- Record the current queue length as
Each node is enqueued and dequeued exactly once, giving O(n) time complexity. Space complexity is O(w), where w is the maximum width of the tree (the queue never holds more than one level's worth of nodes at a time).
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